12 pages, 4 figures
Magnetic reconnection can power spectacular high-energy astrophysical phenomena by producing non-thermal energy distributions in highly magnetized regions around compact objects. By means of two-dimensional fully kinetic particle-in-cell (PIC) simulations we investigate relativistic collisionless plasmoid-mediated reconnection in magnetically dominated pair plasmas with and without guide field. In X-points, where diverging flows result in a non-diagonal thermal pressure tensor, a finite residence time for particles gives rise to a localized collisionless effective resistivity. Here, for the first time for relativistic reconnection in a fully developed plasmoid chain we identify the mechanisms driving the non-ideal electric field using a full Ohm's law by means of a statistical analysis based on our PIC simulations. We show that the non-ideal electric field is predominantly driven by gradients of nongyrotropic thermal pressures. We propose a kinetic physics motivated non-uniform effective resistivity model, which is negligible on global scales and becomes significant only locally in X-points, that captures the properties of collisionless reconnection with the aim of mimicking its essentials in non-ideal magnetohydrodynamic descriptions. This effective resistivity model provides a viable opportunity to design physically grounded global models for reconnection-powered high-energy emission.
12 pages, 9 figures, accepted for publication in the Astrophysical Journal
Deep generative models including generative adversarial networks (GANs) are powerful unsupervised tools in learning the distributions of data sets. Building a simple GAN architecture in PyTorch and training on the CANDELS data set, we generate galaxy images with the Hubble Space Telescope resolution starting from a noise vector. We proceed by modifying the GAN architecture to improve the Subaru Hyper Suprime-Cam ground-based images by increasing their resolution to the HST resolution. We use the super resolution GAN on a large sample of blended galaxies which we create using CANDELS cutouts. In our simulated blend sample, $\sim 20 \%$ would unrecognizably be blended even in the HST resolution cutouts. In the HSC-like cutouts this fraction rises to $\sim 90\%$. With our modified GAN we can lower this value to $\sim 50\%$. We quantify the blending fraction in the high, low and GAN resolutions over the whole manifold of angular separation, flux ratios, sizes and redshift difference between the two blended objects. The two peaks found by the GAN deblender result in ten times improvement in the photometry measurement of the blended objects. Modifying the architecture of the GAN, we also train a Multi-wavelength GAN with seven band optical+NIR HST cutouts. This multi-wavelength GAN improves the fraction of detected blends by another $\sim 10\%$ compared to the single-band GAN. This is most beneficial to the current and future precision cosmology experiments (e.g., LSST, SPHEREx, Euclid, Roman), specifically those relying on weak gravitational lensing, where blending is a major source of systematic error.
24 pages, 17 figures Accepted to ApJ
11 pages and 3 figures (White Paper Submitted to `Decadal Survey for Solar and Space Physics (Heliophysics) 2024-2033')
107 pages, 37 figures, Horizon 2061 is a science-driven, foresight exercise, for future scientific investigations
14 pages, 7 figures, plus appendix. Accepted for publication in MNRAS
5 pages, accepted in the Neurips Machine Learning and the Physical Sciences conference
15 pages, 8 figures, ApJ accepted, pre-proof version
Submitted to the Astrophysical Journal. 15 pages, 6 figures
12 pages, 16 figures, submitted to MNRAS
23 pages, 13 figures + Supplementary material. Accepted for publication in MNRAS
Accepted for publication in MNRAS
24 pages, 8 figures, 2 tables. Accepted for publication in The Astrophysical Journal
34 pages, 8 figures. Invited Review for Ann. Rev. Nucl. Part. Sci
Published in Nature Physics. Video files are available at this https URL
submitted to MNRAS; comments welcome; data released with the paper is available on Zenodo this https URL
15 pages, 11 figures, accepted by A&A
Submitted to MNRAS
26 pages, 22 figures, submitted to A&A. Comments welcome
26 pages, 18 figures, 1 table. Submitted to ApJ
29 pages, 7 figures, 2 tables. Published in OEJV. Full tables available as table1.dat and table2.dat
14 pages, 8 figured, Accepted to ApJ May 2021
5 pages, 4 figures, accepted to MNRAS Letters
12 pages, 5 figures, will submit to MNRAS
7 pages, 4 figures. Accepted for publication in MNRAS
12 pages, 6 figures. Submitted to ApJ. Comments warmly welcomed
Published in Aerospace as a part of the Special Issue "The Search for Signs of Life on Venus: Science Objectives and Mission Designs" ( this https URL )
17 pages, 23 figures, 9 tables. Accepted for publication in MNRAS
7 pages, 7 figures, accepted for publication in MNRAS
Accepted for publication in ApJ
Accepted for publication in ApJ. 14 pages, 7 figures, 3 tables
22 pages, 17 figures (including appendix); submitted to MNRAS
21 pages, 16 figures, submitted to MNRAS
21 pages, 16 figures, accepted for publication in Monthly Notices of the Royal Astronomical Society
Submitted to the Astronomical Journal
17 pages, 4 figures, accepted for publication in Revista Mexicana de Astronom\'ia y Astrof\'isica
19 pages, 5 figures This article has been accepted for publication in Monthly Notices of the Royal Astronomical Society ( this https URL ) Published by Oxford University Press on behalf of the Royal Astronomical Society
20 pages, 7 figures, 2 tables. Submitted to A&A
Accepted for publication in MNRAS. 12 pages, 7 figures
20 pages,9 figures, ApJ accepted
31 pages, 14 figures, 3 tables. Accepted for publication in ApJ
Submitted to Astronomy and Astrophysics. arXiv admin note: text overlap with arXiv:2209.02484
17 pages,14 figures,1 table
Appear in Proceedings of IAU 370 "Winds of Stars and Exoplanets" A. A. Vidotto, L. Fossati & J. Vink, eds
Chapter 17 as part of book: Comets III
Accepted for publication in Astronomy Reports (2022)
accepted for publication in A&A
25 pages, 14 figures, Invited Chapter for "Handbook of X-ray and Gamma-ray Astrophysics" (Eds. C. Bambi and A. Santangelo, Springer Singapore, expected in 2022)
15 pages, 7 figures, accepted for publication in A&A, InSight contribution ICN 304
7 pages, 6 figures, accepted in AJ
Submitted to the Astrophysical Journal Letters, 4 figures, 1 table
18 pages, 27 figures, accepted for publication in A&A
18 pages and 6 figures. Accepted for publication in MNRAS. This paper is dedicated to the memory of Prof. Yu Gao
In press. Accepted for publication in Astrobiology on 02 November 2022. 26 pages, 5 figures and 8 tables
47 pages, 55 figures
6 pages, 3 figures, Accepted at the Workshop on Machine Learning and the Physical Sciences, Neural Information Processing Systems (NeurIPS) 2022
20 pages, 19 figures, accepted to A&A
30 pages, 17 figures
5 pages, 1 figure of 3 panels. Submitted to MNRAS. arXiv admin note: substantial text overlap with arXiv:2112.05617
10 pages, 15 figures, Accepted in MNRAS
20 pages, 9 figures. For the busy reader: See Figure 5
24 pages, 15 figures, submitted to MNRAS, comments are welcome
Accepted for publication in MNRAS. Part two of a series of two papers. Comments and questions welcome
Accepted for publication in MNRAS. Part one of a series of two papers. Comments and questions welcome
19 pages, 9 Figures, submitted to ApJ
9 pages, 2 figures, Accepted for publication in The Astrophysical Journal Letters
12 pages, 8 figures
23 pages, 6 figures, 2 tables
14 pages, 2 figures, and 4 tables. arXiv admin note: text overlap with arXiv:2210.05259
42 pages, 2 figures
8 pages, 5 figures, contribution to the proceedings of the XVth Quark confinement and the Hadron spectrum conference (ConfXV), University of Stavanger, August 1-6, 2022
arXiv admin note: substantial text overlap with arXiv:2111.04499
7 pages, 7 figures
15 pages, 9 figures, Manuscript presented at the 4S Symposium 2022, Vilamoura, Portugal, 16 - 20 May 2022
19 pages, 5 figures
11 pages, 10 figures
accepted to Astrophys. J. 2 November 2022, 17 pages, 7 figures